In: Statistics and Probability
For the following 4 questions, consider the following 10 scores on a test:
45 45 60 65 75 80 85 90 90 100
A) Find the standard deviation of the data (to the nearest hundredth).
B) Calculate the 25th percentile of the data.
Solution:
x | x2 |
45 | 2025 |
45 | 2025 |
60 | 3600 |
65 | 4225 |
75 | 5625 |
80 | 6400 |
85 | 7225 |
90 | 8100 |
90 | 8100 |
100 | 10000 |
x=735 | x2=57325 |
A ) The sample standard is S
S =( x2 ) - (( x)2 / n ) n -1
=57325-(735)210/9
=57325-54022.5/9
=3302.59
=366.9444
=19.1558
The sample standard =19.15
B ) Arranging Observations in the ascending order, We get
:
45,45,60,65,75,80,85,90,90,100
Here, n=10
P25=(25(n+1)100)th value of the observation
=(25⋅11100)th value of the observation
=(2.75)th value of the observation
=2nd observation +0.75[3rd-2nd]
=45+0.75[60-45]
=45+0.75(15)
=45+11.25
=56.25
P25=56.25